Conference Agenda

HyperSpectral Landscape - Overview and Trends

Giuseppe Borghi

European Space Agency, ESA, Italy

Status and updates on the hyperspectral image archive of DESIS

Uta Heiden¹, Emiliano Carmona¹, Martin Bachmann², Daniele Cerra¹, Raquel de los Reyes¹, Felix Feckler², Uwe Knodt³, David Krutz⁴, Heath Lester⁵, David Marshall¹, Rupert Müller¹, Johannes Röder², Mirco Tegler⁶

1: DLR Oberpfaffenhofen, Remote Sensing Technology Institute, Germany; 2: DLR Oberpfaffenhofen, German Remote Sensing Data Center, Germany; 3: DLR Bremen, Institute of Space Systems, Germany; 4: DLR Berlin, Institute of Optical Sensor Systems, Germany; 5: Teledyne Brown Engineering (TBE), USA; 6: DLR Neustrelitz, German Remote Sensing Data Center, Germany

Status of the PRISMA mission (at the turn of 5 years in orbit)

Sara Venafra

Italian Space Agency, ASI

EnMAP – Mission status overview and observing strategy

Laura La Porta¹, Emiliano Carmona², Nicole Pinnel², Katrin Wirth³, Sabine Baumann², Miguel Pato², Sabine Chabrillat⁴, Max Brell⁴, Vera Krieger¹, Michael Bock¹, Sebastian Fischer¹

1: Space Agency, German Aerospace Center, Germany; 2: EOC, German Aerospace Center, Germany; 3: GSOC, German Aerospace Center, Germany; 4: GFZ, Germany

Lessons Learned from Two Years of NASA's EMIT Mission

David Ray Thompson, Philip G. Brodrick, Robert O. Green, K. Dana Chadwick, Willow Coleman, Regina Eckert, Andrew Thorpe, and the EMIT Team

Jet Propulsion Laboratory, California Institute of Technology, United States of America

Life After Launch: A Snapshot of the First 8 Months of NASA’s PACE Mission

Jeremy Werdell¹, Brian Cairns², Antonio Mannino¹, Gerhard Meister¹

1: NASA Goddard Space Flight Center, United States of America; 2: NASA Goddard Institute for Space Studies, United States of America

Overview of MAIA and PLATiNO-4 missions and the IRIDE hyperspectral framework

Luigi Ansalone, Matteo Picchiani, Giovanni Rum, Vincenzo Pulcino, Francesco Longo, Roberto Luciani, Giovanni Paolo Blasone

Italian Space Agency, Italy

TRUTHS, a golden radiometric reference in space for spectral imagers

Thomas August¹, Nigel Fox², Thorsten Fehr¹, Andrea Marini¹, John Remedios³

1: ESA, Netherlands, The; 2: NPL, Teddington, UK; 3: NCEO, Leicester, UK

FLEX Mission Status

Marco Celesti¹, Ralf Bock¹, Matthias Drusch¹, Jose Moreno²

1: European Space Agency, ESA; 2: University of Valencia

Japanese spaceborne hyperspectral sensor constellation project

Takahiro Kawashima¹, Akira Iwasaki¹, Takayoshi Fukuyo², Ryo Suzumoto², Ryo Ui², Keita Ito³, Takashi Sukegawa⁴, Haosheng Lin⁵, Hirofumi Kasahara⁶

1: The University of Tokyo, Japan; 2: ArkEdge Space Inc.; 3: Space BD Inc.; 4: CANON Inc.; 5: HI-Spectral, LLC; 6: MUFG Bank, Ltd.

PRISMA 2nd generation

Ansalone Luigi

Italian Space Agency, ASI

Presentation on Mission Status

Robert O Green

NASA JPL Caltech, United States of America

CHIME Mission Status

Marco Celesti, Jens Nieke

European Space Agency, ESA

Discussion

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COME-ON-BOARD-PSG!: Optimizing PRISMA Second Generation Acquisitions with Onboard Edge Computing and Machine Learning Algorithms

Ilaria Cannizzaro¹, Andrea Carbone², Angela Cratere³, Mark Anthony De Guzman¹, Stefania Amici⁴, Luigi Ansalone⁵, Matteo Picchiani⁵, Dario Spiller¹

1: School of Aerospace Engineering, Sapienza University, Rome, Italy; 2: DICEA, Department of Civil, Building and Environmental Engineering, Sapienza University, Rome, Italy; 3: Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy; 4: INGV, National Institute of Geophysics and Vulcanology, Rome, Italy; 5: ASI, Italian Space Agency, Rome, Italy

BIODIVERSITY – End-user driven optimization of the SWIR spectral sampling for a future hyperspectral sensor using end-to-end simulations

Xavier Briottet¹, Karine Adeline¹, Touria Bajjouk², Véronique Carrère³, Malik Chami⁴, Yohann Constans¹, Yevgeni Derimian⁵, Alice Dupiau^1,6, Marie Dumont⁷, Sophie Fabre¹, Pierre-Yves Foucher¹, Hervé Herbin⁵, Stéphane Jacquemoud⁶, Marc Lang⁸, Arnaud Le Bris⁹, Sophie Loyer¹⁰, Rodolphe Marion¹¹, Audrey Minghelli¹², David Sheeren⁸, Benjamin Szymanski¹³, Frédéric Romand¹⁴, Camille Desjardins¹⁵, Damien Rodat¹⁵

1: Université de Toulouse, ONERA DOTA, Toulouse, France; 2: Ifremer, DYNECO, LEBCO, 29280 Plouzané, France; 3: Nantes Université, Laboratoire de Planétologie et Géosciences, UMR 6112, Nantes, France; 4: Université Côte d’Azur, Observatoire de la Côte d’Azur, CNRS, Sorbonne Université, Laboratoire Lagrange, Nice, France; 5: Université Lille, CNRS, UMR 8518, LOA, France; 6: Université Paris Cité, Institut de Physique du Globe de Paris, CNRS, Paris, France; 7: Université Grenoble Alpes, Université de Toulouse, Météo-France, CNRS, CNRM, Centre d’Etudes de la Neige, Grenoble, France; 8: Université de Toulouse, INRAE, UMR DYNAFOR, Castanet-Tolosane, France; 9: Université Gustave Eiffel, LASTIG, ENSG, IGN, Saint-Mandé, France; 10: SHOM, Brest, France; 11: CEA/DAM/DIF, Arpajon, France; 12: Université de Toulon, CNRS, SeaTech, LIS laboratory, UMR 7020, Toulon, France; 13: DGA, Paris, France; 14: ACRI-ST, Sophia-Antipolis, France; 15: CNES, Toulouse, France

Atmospheric correction of hyperspectral data with the MAGAC toolbox

Jorge Vicent Servera

Magellium, France

SBG VSWIR Terrestrial Vegetation Algorithm Development Update

K. Dana Chadwick¹, Christiana Ade¹, Yoseline Angel², Dhruva Kathuria², Evan Lang², Ting Zheng³, Philip Brodrick¹, Petya Campbell², Fred Hummerich², Kyle Kovach³, Shawn Serbin², Alexey Shiklomanov², Philip Townsend³, Tristan Goulden⁴, Bridget Hass⁴, Shashi Konduri⁴, Samantha Weintraub-Leff⁴, Ian Breckheimer⁵, Amanda Henderson⁵

1: NASA Jet Propulsion Laboratory, California Institute of Technology, United States of America; 2: NASA Goddard Space Flight Center; 3: University of Wisconsin, Madison; 4: Battelle, National Ecological Observatory Network; 5: Rocky Mountain Biological Laboratory

Forest Cover Mapping by a Three-branch Convolutional Neural Network and PRISMA Images

Mattia Ferrari¹, Lorenzo Bruzzone¹, Patrizia Gasparini², Lucio Di Cosmo², Antonio Floris², Federica Murgia², Maria Rizzo²

1: Department of Information Engineering and Computer Science, University of Trento, Trento, Italy; 2: CREA Research Centre for Forestry and Wood, Trento, Italy

Assessing Sentinel-2 MSI and EnMAP HSI data to retrieve wheat nitrogen content

Maxime Troiani, Julien Radoux, Pierre Defourny

UCLouvain, Belgium

Spectral invariants for vegetation mapping

Matti Mõttus, Olli Ihalainen

VTT Technical Research Centre of Finland, Finland

NASA’s PACE Mission – Pretty Applicable to all of Crustal Earth.

Skye Caplan^1,2, Antonio Mannino¹, Morgaine McKibben^1,2, Bridget Seegers^1,4, Kirk Knobelspiesse¹, Jeremy Werdell¹, Ivona Cetinic^1,4, Fred Huemmric³

1: NASA Goodard Space Flight Center, United States of America; 2: Science Systems and Applications, Inc.; 3: University of Maryland Baltimore County; 4: Morgan State University

Tuning Hyperspectral Mission Specifications to the End-User Needs through End-to-End Simulations

Camille Desjardins¹, Damien Rodat¹, Frédéric Romand², Jean-Pascal Burochin³, Arthur Dick¹

1: CNES, France; 2: ACRI-ST Toulouse, France; 3: Magellium Artal Group, Toulouse, France

New Sunglint Models for Improved Atmospheric Correction of Water Surfaces

Niklas Bohn, Regina Eckert, David Ray Thompson, Kelly Luis, Philip Brodrick, Michelle Gierach, Robert O. Green

Jet Propulsion Laboratory, California Institute of Technology, United States of America

Towards fast and sensor-independent retrieval of sun-induced fluorescence from spaceborne hyperspectral data

Jim Buffat¹, Miguel Pato², Stefan Auer², Kevin Alonso³, Emiliano Carmona², Stefan Maier², Rupert Müller², Patrick Rademske¹, Uwe Rascher¹, Hanno Scharr⁴

1: Forschungszentrum Jülich GmbH, Institute of Bio- and Geosciences, IBG-2: Plant Sciences, Jülich, Germany; 2: German Aerospace Center (DLR), Earth Observation Center, Remote Sensing Technology Institute, Oberpfaffenhofen, Germany; 3: RHEA Group c/o European Space Agency (ESA), Largo Galileo Galilei, Frascati, Italy; 4: Forschungszentrum Jülich GmbH, Institute of Advanced Simulations, IAS-8: Data Analytics and Machine Learning, Jülich, Germany

Mapping snow properties with SBG and CHIME - How do we achieve the objectives of the decadal survey?

Niklas Bohn¹, Edward H. Bair², Philip G. Brodrick¹, Dana Chadwick¹, Jeff Dozier³, Robert O. Green¹, Noah P. Molotch⁴, Thomas H. Painter⁵, Ghislain Picard⁶, Karl Rittger⁴, David R. Thompson¹

1: Jet Propulsion Laboratory, California Institute of Technology; 2: Leidos Inc.; 3: University of California, Santa Barbara; 4: University of Colorado, Boulder; 5: University of California, Los Angeles; 6: Université Grenoble Alpes

Hyperspectral Linear Mixture Models for Topsoil Texture Retrieval

Emiliana Valentini¹, Andrea Taramelli², Chiara Marinelli², Stefano Pignatti¹, Raffaele Casa³

1: CNR, Italy; 2: IUSS, Italy; 3: UNITUS, Italy

Potentialities of PRISMA and Sentinel-2 imagery for Soil Organic Carbon estimation at regional scale

Fabiana Ravellino^1,2, Fabio Castaldi³, Valerio Pisacane², Renato Aurigemma², Alfredo Renga¹, Maria Daniela Graziano¹

1: University of Naples "Federico II", Naples, Italy; 2: Euro.Soft.S.r.l., Naples, Italy; 3: Institute of BioEconomy National Research Council of Italy CNR-IBE Florence, Italy

Dealing with wiggles in spaceborne hyperspectral reflectance data – to smooth or not to smooth?

Kevin Ruddick, Quinten Vanhellemont

Royal Belgian Institute of Natural Sciences (RBINS), Belgium

Optimizing spectral indices for multi-platform hyperspectral data using Tree-Structured Parzen Estimators: A case study on NDVI and calcite index

Rupsa Chakraborty^1,2, Parth Naik^1,2, Sharad Kumar Gupta^1,3, Sam Thiele², Richard Gloaguen²

1: Helmholtz-Zentrum Dresden-Rossendorf, Center for Advanced Systems Understanding, Görlitz, Germany; 2: Helmholtz-Zentrum Dresden Rossendorf, Helmholtz-Institute Freiberg for Resource Technology, Freiberg, Germany; 3: Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany

PRISMA images for estimating mid-latitude forest functional traits and biodiversity indices

Micol Rossini, Giulia Tagliabue, Rodolfo Gentili, Beatrice Savinelli, Luigi Vignali, Jiawei Gao, Mirko Paolo Barbato, Simone Zini, Paolo Napoletano, Roberto Colombo, Cinzia Panigada

University of Milano Bicocca, Italy

Mapping Alpine Grasslands with PRISMA, Sentinel-1, and Sentinel-2: A Two-Step Classification Approach

Emilio Dorigatti, Mariapina Castelli, Emanuela Patriarca, Ruth Sonnenschein, Laura Stendardi, Basil Tufail, Bartolomeo Ventura, Claudia Notarnicola

Eurac Research, Institute for Earth Observation, Bozen, Italy.

Land Use/Land Cover mapping with satellite images and field spectral libraries combined in Linear Mixture Models

Emiliana Valentini^1,2, Serena Sapio², Margherita Righini², Sara Liburdi², Chiara Marinelli², Son V. Nghiem³, Andrea Taramelli^1,2

1: Institute of Polar Sciences of the National Research Council of Italy (ISP CNR), Via Salaria km 29, 300-00015 Montelibretti, Roma, Italy; 2: University Institute for Advanced Study of Pavia (IUSS), Palazzo del Broletto, Piazza della Vittoria 15, 27100 Pavia, Italy; 3: NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA

A comparison the quality of Airborne Hyperspectral and Multispectral satellite remote sensing data to evaluations of forest leaf area index.

Adenan Yandra Nofrizal¹, Lucie Kupkova¹, Lukeš Petr², Marian Švik^2,3, Lucie Červená¹, Zuzana Lhotáková⁴, Eva Neuwirthová⁴, Jana Albrechtová⁴

1: Department of Applied Geoinformatics and Cartography, Faculty of Science, Charles University, Czech Republic; 2: Global Change Research Institute, Czech Academy of Sciences, Czech Republic; 3: Faculty of Science, Department of Geography, Laboratory on Geoinformatics and Cartography,Masaryk University, Czech Republic; 4: Department of Experimental Plant Biology, Faculty of Science, Charles University, Czech Republic

Harnessing Near-Same-Day Multiresolution Hyperspectral Images for Tree Species Identification

Sharad Kumar Gupta^1,2, Ulf Mallast², Andreas Schmidt³, Daniel Doktor³

1: Department of Earth Systems Research, Helmholtz-Zentrum Dresden-Rossendorf - Center for Advanced Systems Understanding, Görlitz, Germany; 2: Department of Monitoring and Exploration Technologies, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany; 3: Department of Remote Sensing, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany

Fully Autonomous Hyperspectral Imaging System Design for Medium-Altitude Long-Endurance Unmanned Aerial Vehicles

Fatih Ömrüuzun

Visratek, Turkiye

The EnMAP Foreground Mission and harmonised campaign activities

Nicole Pinnel¹, Vera Krieger², Max Brell³, Christoph Lenzen⁴, Sabine Baumann¹, Martin Habermeyer¹, Emiliano Carmona⁵, Sabine Chabrillat^3,6, Laura La Porta²

1: German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Germany; 2: German Space Agency, German Aerospace Center (DLR), Germany; 3: German Research Centre for Geosciences, Helmholtz Centre Potsdam (GFZ),Germany; 4: German Space Operations Center (GSOC), German Aerospace Center (DLR), Germany; 5: Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), Germany; 6: Institute of Soil Science, Leibniz University Hannover, Germany

Validating Surface Reflectance Over Tall Vegetation

Stefan Walter Maier

maitec, Australia

Lessons learned from inter-comparison of multi- and hyper-spectral atmospherically corrected surface reflectance products

Raquel de los Reyes¹, Cesar Jose Guerrero², Luigi Agrimano³, Kevin Alonso⁴, Martin Bachmann¹, Tobias Eckert¹, Belen Franch², Andreas Hueni⁵, Maximilian Langheinrich¹, Peter Schwind¹, Mike Weferli⁵, Tobias Storch¹

1: Earth Observation Center (EOC), DLR, Germany; 2: University of Valencia, Spain; 3: Planetek Italia, Italy; 4: Starion Group c/o European Space Agency (ESA), Italy; 5: Remote Sensing Laboratories, Department of Geography, University of Zurich, Switzerland

Water quality retrievals from EnMAP and Sentinel-2

Avotramalala Najoro Randrianalisoa¹, Mariana Altenburg Soppa¹, Peter Gege², Thomas Schroeder³, Astrid Bracher^1,4

1: Alfred-Wegener Institute, Helmholtz Center for Polar and Marine Research (AWI), Klußmannstr. 3d, D-27570 Bremerhaven, Germany; 2: Deutsches Zentrum für Luft- und Raumfahrt (DLR), Earth Observation Center, Remote Sensing Technology Institute, Oberpfaffenhofen, 82234 Wessling, Germany; 3: Commonwealth Scientific and Industrial Research Organisation (CSIRO), Environment, Brisbane, QLD 4001, Australia; 4: Institute of Environmental Physics, University of Bremen, D-28334 Bremen, Germany

WISPstation for validation of hyperspectral satellite data in the CYANOBLOOM project

Annelies Hommersom¹, Semhar Ghezehegn¹, Susanne Thulin², Petra Philipson², Kerstin Stelzer³, Carole Lebreton³, Jorge García³, Steef Peters¹

1: Water Insight; 2: Brockmann Geomatics; 3: Brockmann Consult

A synergetic approach of spaceborne Imaging Spectroscopy data for improving water quality mapping frequency

Alice Fabbretto^1,2, Andrea Pellegrino^1,3, Mariano Bresciani¹, Krista Alikas², Lodovica Panizza¹, Nicola Ghirardi^1,4, Salvatore Mangano¹, Monica Pinardi¹, Diana Vaičiūtė⁵, Claudia Giardino¹

1: CNR-IREA, Italy; 2: Tartu Observatory, Estonia; 3: Sapienza University, Italy; 4: CNR-IBE, Italy; 5: Klaipeda University, Lithuania

HIGH-RESOLUTION MAPPING OF FOREST LEAF PIGMENT CONTENTS FOR CALIBRATION AND VALIDATION OF SPACEBORNE PRODUCTS

Zbyněk Malenovský^1,2, Růžena Janoutová³, Krishna Lamsal², Timothy Devereux^4,5, William Woodgate^4,6, Leonard Hambrecht², Emiliano Cimoli², Arko Lucieer², Lucie Homolová³, Omar Regaieg¹, Yingjie Wang⁷, Jean-Philippe Gastellu-Etchegorry⁷

1: Department of Geography, Universität Bonn, Germany; 2: School of Geography, Planning, and Spatial Sciences, University of Tasmania, Australia; 3: Global Change Research Institute of the Czech Academy of Sciences, Czech Republic; 4: School of Earth and Environmental Sciences, University of Queensland, Australia; 5: CSIRO, Space and Astronomy, Australia; 6: CSIRO, Land and Water, Australia; 7: Centre d’Etudes Spatiales de la Biosphère - UPS, CNES, CNRS, IRD, Université de Toulouse, France

The USGS Earth Mapping Resource Initiative

Todd Michael Hoefen¹, Raymond F. Kokaly¹, John F. Meyer¹, Evan M. Cox¹, Bernard E. Hubbard²

1: USGS, Denver, CO, United States of America; 2: USGS, Reston, VA, United States of America

Large-scale validation of fractional vegetation cover maps using high-resolution RGB-UAV videos.

Kevin Kühl, Peter Schwind, Paul Karlshöfer, Uta Heiden

German Aerospace Center (DLR), Earth Observation Center (EOC), Weßling, Germany

Cal/Val Activities for CHIME L2B High Priority Prototype Products

Lucie Homolová¹, Miroslav Pikl¹, Petr Lukeš¹, Jan Hanuš¹, Jochem Verrelst², Robert Milewski³, Karl Segl³, Stéphane Guillaso³

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Image Processing Laboratory, University of Valencia, Spain; 3: Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Potsdam, Germany

Latest validation results of the EnMAP Level-2A bottom-of-atmosphere reflectance product produced with the EnMAP Processing Tool (EnPT)

Daniel Scheffler¹, Maximilian Brell¹, Karl Segl¹, Sabine Chabrillat^1,2

1: Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Telegrafenberg, 14473 Potsdam, Germany; 2: Leibniz University Hannover, Institute of soil science, Herrenhäuser Str. 2, 30419 Hannover, Germany

WATERHYPERNET – Using a prototype network of automated in situ measurements of hyperspectral water reflectance for validation of hyperspectral satellite missions

Kevin Ruddick¹, Agnieszka Bialek², Vittorio Brando³, Alexandre Corizzi⁴, Pieter de Vis², Ana Dogliotti⁵, David Doxaran⁴, Clémence Goyens¹, Joel Kuusk⁶, Quinten Vanhellemont¹, Dieter Vansteenwegen⁷, Matthew Beck¹, Kenneth Flight⁶, Anabel Gammaru¹, Claudia Giardino⁸, Luis Gonzales Vilas³, Kaspars Laizans⁶, Francesca Ortenzio¹, Pablo Perna⁵, Estefania Piegari⁵, Lucas Rubinstein⁵, Morven Sinclair², Dimitry Van der Zande¹

1: Royal Belgian Institute of Natural Sciences (RBINS), Belgium; 2: National Physical Laboratory (NPL), Teddington, United Kingdom; 3: Consiglio Nazionale delle Ricerche (CNR-ISMAR), Rome, Italy; 4: Laboratoire Océanographique de Villefranche, Sorbonne Université (SU/LOV), Villefranche-sur-mer, France; 5: Instituto de Astronomía y Física del Espacio, Consejo Nacional de Investigaciones Científicas y Técnicas (IAFE, CONICET/UBA), Buenos Aires, Argentina; 6: Tartu University (TU), Tartu, Estonia; 7: Flanders Marine Institute (VLIZ), Oostende, Belgium; 8: Consiglio Nazionale delle Ricerche (CNR-IREA), Milan, Italy

Cross-Mission Methodology for Masking Validation: EnMAP cloud mask with Sentinel-5P

Efrain Padilla-Zepeda^1,2, Raquel De Los Reyes¹, Kevin Alonso³, Deni Torres-Roman², Adian Dawuda¹, Diego Loyola¹, Peter Reinartz¹

1: German Aerospace Center (DLR), Earth Observation Center (EOC), Remote Sensing Technology Institute (IMF), Oberpfaffenhofen, Germany; 2: Center for Research and Advanced Studies of the National Polytechnic Institute (Cinvestav), Telecommunications Group, Zapopan, Mexico; 3: Starion Group c/o European Space Agency (ESA), Frascati, Italy

Evaluation of the ATCOR methods for ENMAP and EMIT atmospheric correction

Daniel Schläpfer, Rudolf Richter

ReSe Applications LLC, Switzerland

CSIMBA: bridging the gap between quality and cost-oriented hyperspectral missions

Stefan Livens, Dirk Nuyts, Iskander Benhadj, Sindy Sterckx, Stefan Adriaensen

VITO Remote Sensing, Belgium

Flying Laboratory of Imaging Systems – Aircraft Infrastructure to Support Spaceborne Imaging Spectroscopy Missions

Jan Hanuš¹, Lukáš Slezák^1,2, Tomáš Hanousek^1,2, Daniel Kopkáně¹, Miroslav Pikl¹, Lucie Homolová¹

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Department of Geography, Masaryk University, Brno, Czech Republic

Uncertainty assessment, validation, and propagation for upcoming hyperspectral missions

Astrid M. Zimmermann¹, Pieter De Vis¹, Agnieszka Bialek¹, Andreas Hüni², Carmen Meiller², Mike Werfeli²

1: National Physical Laboratory, United Kingdom; 2: Remote Sensing Laboratories, University of Zurich, Switzerland

Estimation of forest functional vegetation traits from EnMAP Hyperspectral image using radiative transfer models and Machine Learning techniques

Nizom Farmonov, Jörg Bendix

Department of Geography, Laboratory for Climatology and Remote Sensing, Deutschhausstraße 12, D-35032 Marburg, Germany

Comparative evaluation of airborne CASI and spaceborne PRISMA hyperspectral data in a coastal lagoon

Federica Braga¹, Maria Laura Zoffoli¹, Congju Fu^1,2, Mariano Bresciani³, Alessia Tricomi⁴, Alice Fabbretto³, Monica Pinardi³, Gian Marco Scarpa¹, Giorgia Manfè¹, Giuliano Lorenzetti¹, Luca Zaggia⁵, Vittorio Ernesto Brando¹, Federico Falcini¹, Jaime Pitarch¹, Roberta Bruno⁴, Lorenzo Genesio⁶, Claudia Giardino³

1: CNR-ISMAR, Italy; 2: Università La Sapienza, Italy; 3: CNR-IREA, Italy; 4: e-Geos S.p.A.; 5: CNR-IGG, Italy; 6: CNR-IBE, Italy

SBG PLANTS: Plant Traits and Spectral database

Evan Lang², Yoseline Angel², Dhruva Kathuria², K. Dana Chadwick¹, Christiana Ade¹, Phil Brodrick¹, Alexey Shiklomanov²

1: NASA Jet Propulsion Laboratory, United States of America; 2: NASA Goddard Space Flight Center, United States of America

Using the Eradiate radiative transfer model to investigate the impact of surface heterogeneity on satellite image simulations

Vincent Leroy¹, Schunke Sebastian¹, Govaerts Yves¹, Luffarelli Marta¹, Momoi Masahiro², Pavel Litvinov²

1: Rayference, Belgium; 2: GRASP, France

Sensitivity analysis of PRISMA channels for water quality parameters assessment in different OWT

Raúl Alejandro Carvajal Téllez¹, Giovanni Laneve¹, Ashish Kallikkattil Kuruvila¹, Emilio D'ugo², Fabio Magurano², Alessandro Ursi³, Deodato Tapete³, Patrizia Sacco³

1: University of Sapienza, Italy; 2: Istituto Superiore di Sanità, Roma, Italy; 3: Agenzia Spaziale Italiana, Roma, Italy

Decoding the Spectral Signatures of Acacia saligna Using Multi Resolution Hyperspectral Images

Sharad Kumar Gupta^1,2, Marcelo Sternberg³, Eyal Ben-Dor⁴

1: Department of Earth Systems Research, Helmholtz-Zentrum Dresden-Rossendorf - Center for Advanced Systems Understanding, Görlitz, Germany; 2: Department of Monitoring and Exploration Technologies, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany; 3: Plant Ecology Laboratory, School of Plant Science and Food Security, Tel Aviv University, Tel Aviv, Israel; 4: Remote Sensing Laboratory, School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel

The EnMAP-Box: Advanced visualization and analysis of EnMAP data and beyond

Benjamin Jakimow¹, Andreas Janz¹, Akpona Okujeni¹, Leon-Friedrich Thomas², Hostert Patrick¹, Sebastian van der Linden³

1: Humboldt-Universität zu Berlin, Germany; 2: University of Helsinki, Finland; 3: University of Greifswald, Germany

Innovations and Challenges in L3 Soil Products with Current and Future Spaceborne Imaging Spectroscopy

Robert Milewski¹, Asmaa Abdelbaki¹, Stéphane Guillaso¹, Sabine Chabrillat^1,2

1: Helmholtz Centre Potsdam GFZ German Research Centre For Geosciences, Germany; 2: Leibniz Universität Hannover, Institute of Soil Science, Germany

Nighttime Imaging Spectroscopy from Space

Martin Bachmann, Miguel Pato, Tobias Storch

German Aerospace Center (DLR), Earth Observation Center (EOC), Germany

Leveraging EnMAP for building soil reflectance composites with Sentionel-2

Kevin Kühl, Paul Karlshöfer, Peter Schwind, David Marshall, Martin Bachmann, Uta Heiden

DLR Oberpfaffenhofen, Earth Observation Center, Germany

Biophysical parameter retrieval through the inversion of simulated hyperspectral vegetation data

Rasma Ormane, Harry Morris, Niall Origo

National Physical Laboratory, United Kingdom

Measuring Canopy Nitrogen Content via Spectroscopy using the EnMAP-Box Hybrid Retrieval Workflow

Tobias Hank¹, Stefanie Steinhauser¹, Matthias Wocher²

1: Dept. of Geography, Ludwig-Maximilians-Universität München, Germany; 2: OHB System AG, Oberpfaffenhofen, Germany

Simulated trait and spectroscopy data to support retrieval of forest biophysical parameters from spaceborne imaging spectroscopy

Tomáš Hanousek^1,2, Terézia Slanináková³, Růžena Janoutová¹, Marian Švik^1,2, Lucie Homolová¹, Tomáš Rebok³

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Department of Geography, Masaryk University, Brno, Czech Republic; 3: Institute of Computer Science, Masaryk University, Brno, Czech Republic

Comparative Evaluation of Plant Trait Retrieval Methods: Towards SBG VSWIR Terrestrial Algorithm Development

Christiana Ade¹, Ting Zheng², Dhruva Kathuria³, Yoseline B. Angel Lopez³, Evan Lang³, Philip A. Townsend², Shawn P. Serbin³, Philip G. Brodrick¹, Alexey N. Shiklomanov³, Petya K. Campbell⁴, Karl F. Huemmrich⁴, Dana Chadwick¹

1: NASA Jet Propulsion Laboratory, United States of America; 2: University of Wisconsin- Madison; 3: NASA Goddard Space Flight Center; 4: University of Maryland

Monitoring Forest Disturbance in the Hunsrück-Hochwald National Park using Spaceborne Imaging Spectroscopy

Martin Schlerf¹, P. Christen¹, J. Stoffels¹, Katja Berger², Henning Buddenbaum³, Enmanuel Rodriguez³, Christian Bossung¹, Achim Roeder²

1: Luxembourg Institute of Science and Technology, Belvaux, Luxembourg; 2: Helmholtz GFZ German Research Centre for Geosciences, Germany; 3: University of Trier, Trier, Germany

Studying the transferability of the BRDF normalization HABA algorithm from Sen2like multispectral to EnMAP hyperspectral.

César José Guerrero Benavent¹, Belen Franch Gras^1,2, Italo Moletto Lobos¹, Sebastien Saunier³, Raquel de los Reyes⁴, Tobias Storch⁴, Peter Schwind⁴

1: Universitat de Valencia, Spain; 2: Dept of Geographical Sciencies, Univesity of Maryland, United States; 3: Telespazio France, Satellite System and Operation, France; 4: German Aerospace Center (DLR), Earth Observation Center (EOC), Germany

VAE-based Emulator for Fast Hyperspectral Image Generation

Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt

LISIC, France

PRISMA hyperspectral data for cryosphere parameters estimation

Ludovica De Gregorio¹, Mattia Callegari¹, Roberto Colombo⁴, Biagio Di Mauro², Roberto Garzonio⁴, Claudia Giardino², Federico Grosso³, Carlo Marin¹, Erica Matta², Claudia Notarnicola¹, Monica Pepe², Paolo Pogliotti³, Claudia Ravasio⁴, Antonio Montuori⁵

1: Eurac Research, Italy; 2: National research council (CNR), Italy; 3: ARPA Val d'Aosta, Italy; 4: University of Milano - Bicocca, Italy; 5: Italian space agency (ASI), Italy

Integrating In Situ Forest Traits and Airborne Hyperspectral Data to Support the Development of High Level Spaceborne Imaging Spectroscopy Products

Lucie Homolová¹, Petr Lukeš¹, Zuzana Lhotáková^1,2, Eva Neuwirthová², Marian Švik^1,3, Růžena Janoutová¹, Vojtěch Bárta¹, Hanuš Jan¹, Jana Albrechtová^1,2

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Department of Experimental Plant Biology, Charles University, Prague, Czech Republic; 3: Department of Geography, Masaryk University, Brno, Czech Republic

PRISMA-SCIENZA Programme, Italy's advances in Hyperspectral Data and Downstream Applications

Giorgio Antonino Licciardi, Maria Libera Battagliere, Luigi D'Amato, Maria Daraio, Rocchina Guarini, Antonio Montuori, Giovanni Rum, Simona Zoffoli

ASI - Italian Space Agency, Italy

Improved spectral Earth observations to support EU environmental policy needs

Katja Berger¹, Saskia Förster², Martin Schlerf³, Patrick Hostert⁴, Martin Herold¹

1: Helmholtz GFZ German Research Centre for Geosciences, Germany; 2: Umweltbundesamt - German Environment Agency, Dessau, Germany.; 3: Luxembourg Institute of Science and Technology, Remote Sensing and Natural Resources Modelling Group, 41 rue du Brill, L-4422 Belvaux, Luxembourg; 4: Geography Department, Humboldt-Universität zu Berlin, and Integrative Research Institute of Transformations of Human-Environment Systems (IRI THESys), Humboldt-Universität zu Berlin, Berlin, Germany

HYPERedu Online Learning Program: Concept, Implementation Status and Cooperation Opportunities

Katrin Koch¹, Arlena Brosinsky¹, Robert Eckardt^2,3, Saskia Foerster⁴, Vera Krieger⁵

1: Deutsches GeoForschungsZentrum (GFZ) Potsdam, Germany; 2: Friedrich-Schiller-University of Jena, Department of Earth Observation, Jena, Germany; 3: Ignite education GmbH, Jena, Germany; 4: UBA German Environment Agency, Dessau-Roßlau, Germany; 5: DLR German Space Agency, Bonn, Germany

Improvement of EnMAP Cloud and Cloud Shadow Masks with Physically Based Mask Refinements and Machine Learning

Leander Leist¹, Boris Thies¹, Johannes Drönner², Sebastian Egli³, Jörg Bendix¹

1: University of Marburg, Department of Geography, Germany; 2: GeoEngine GmbH, Marburg, Germany; 3: agriBORA GmbH, Darmstadt, Germany

GALENE: an envisioned satellite mission for observing coastal and inland aquatic ecosystems and wetlands

Malik Chami¹, Astrid Bracher², Xavier Briottet³, Maycira Costa⁴, Alexander Damm-Reiser⁵, Arnold Dekker⁶, Shungu Garaba⁷, Peter Gege⁸, Claudia Giardino⁹, Els Knaeps¹⁰, Tiit Kutser¹¹, Richard Lucas¹², Daniel Odermatt¹³, Gerard Otter¹⁴, Nima Pahlevan¹⁵, Nicole Pinnel⁸, Sindy Sterckx¹⁰, Kevin Turpie¹⁶

1: Sorbonne Université, France; 2: Alfred Wegener Institute - Helmholtz Center for Polar- and Marine Research; 3: ONERA; 4: University of Victoria; 5: University of Zurich; 6: CSIRO; 7: Carl von Ossietzky Universität Oldenburg; 8: German Aerospace Center (DLR); 9: National Research Council (CNR); 10: VITO; 11: University of Tartu; 12: Aberystwyth University; 13: Eawag; 14: TNO; 15: NASA; 16: University of Maryland Baltimore County

CHRIS/Proba-1 Reprocessing Campaign to Generate Analysis Ready Data

Samantha Lavender¹, Mike Cutter², Roberto Biasutti³

1: Telespazio UK, United Kingdom; 2: SSTL, United Kingdom; 3: ESA/ESRIN, Italy

Summer schools as a tool for top-down and bottom-up preparation and networking.

Massimo Musacchio¹, Maria Titi Melis², Simone Gottardelli³, Malvina Silvestri¹, Maria Fabrizia Buongiorno¹, Jean Pierre Fosson³

1: INGV, Italy; 2: Università degli Studi di Cagliari, Italy; 3: Fondazione Montagna Sicura, Italy

The CHIME Observation Performance Simulator (OPSI) Software System: development and status at Critical Design Review

Nicolas Lamquin¹, Benjamin Finociety¹, Romain Sumérot¹, Sinh Khoa Nguyen¹, Meriem Chakroun¹, Clarissa Hamann², Johanna dall'Amico², Isabell Krisch², Richard Wachter², Johannes Schmidt², Dimitri Lebedeff³, Vincent Soulignac³, Hugo Monchatre³, Antonio Gabriele⁴, Adrian Garcia⁴, Ignacio Fernandez⁴

1: ACRI-ST, France; 2: OHB, Germany; 3: Thales Alenia Space, France; 4: ESA

NASA EMIT Imaging Spectroscopy Observations, Products, and Plans for the Extended Mission

Robert Green, David Thompson, Phil Brodrick, Dana Chadwick

NASA JPL Caltech, United States of America

Revealing Reef Dynamics with NASA’s EMIT Imaging Spectrometer

Kelly Luis, David R. Thompson, Philip Brodrick, Christine Lee, Christiana Ade, Dana Chadwick, Regina Eckert, Niklas Bohn, Robert O Green

NASA Jet Propulsion Laboratory, United States of America

The CHIME E2E L2B Vegetation processor: updates and upcoming initiatives

Jochem Verrelst, José Luis García-Soria, Miguel Morata

University of Valencia, Spain

Comparisons of reflectance and mineral identification results derived from seven airborne and spaceborne imaging spectrometer datasets for Cuprite, Nevada, hydrothermal systems

Raymond F. Kokaly¹, Gregg Swayze¹, Todd Hoefen¹, John Meyer¹, Evan Cox¹, Bernard Hubbard², Robert Green³, David Thompson³, Philip Brodrick³, Saeid Asadzadeh⁴, Sabine Chabrillat^4,5, Anna Buczyńska⁶

1: USGS, Denver, CO, United States of America; 2: USGS, Reston, VA, United States of America; 3: Jet Propulsion Laboratory, California Institute of Technology Pasadena, CA, USA; 4: GFZ Potsdam, Germany; 5: Leibniz University, Hannover, Germany; 6: Politechnika Wrocławska, Wrocław, Poland

Evaluating the performance of machine learning methods for mineral mapping using different spaceborne hyperspectral satellite data

Saeid Asadzadeh¹, Anna Buczyńska², Raymond Kokaly³, Sabine Chabrillat^1,4

1: GFZ Potsdam, Germany; 2: Politechnika Wrocławska, Wrocław, Poland; 3: USGS, Denver, CO, United States of America; 4: Leibniz University, Hannover, Germany

Retrieval of Snow Properties from Imaging Spectroscopy: Sensitivity to Algorithmic Choices and Minimization Criteria

Jeff Dozier¹, Edward H. Bair², Niklas Bohn³, Brent A. Wilder⁴

1: University of California, Santa Barbara; 2: Leidos Inc.; 3: Jet Propulsion Laboratory; 4: Boise State University

Snow and ice surface properties derived from imaging spectroscopy data: algorithm and sensor comparison

Biagio Di Mauro¹, Giacomo Traversa¹, Sergio Cogliati², Claudia Ravasio², Olga Gatti², Niklas Bohn³, Alexander Kokhanovsky⁴, Maximilian Brell⁴, Roberto Garzonio², Carlo Marin⁵, Claudia Giardino⁶, Erica Matta⁷, Matteo Monzali², Micol Rossini², Roberto Colombo²

1: Institute of Polar Sciences, National Research Council, Milan (Italy); 2: Earth and Environmental Sciences Department, University of Milano-Bicocca, Milan (Italy); 3: Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, (USA); 4: GFZ German Research Centre for Geosciences, Potsdam (Germany); 5: EURAC Research -Institute for Applied Remote Sensing, Bolzano (Italy); 6: Institute for Electromagnetic Sensing of the Environment, National Research Council, Milan (Italy); 7: Research Institute for Geo-Hydrological Protection, National Research Council of Italy, Torino (Italy)

Advances in deep learning spectral models for mission-agnostic cloud detection

Arthur Vandenhoeke, Patrick Selänniemi, Guillem Ballesteros, Lennert Antson, Olli Eloranta, Michal Shimoni

Kuva Space Oy, Finland

A comparative study of band alignment algorithms for hyperspectral snapshot data.

Lennert Antson, Guillem Ballesteros, Arthur Vandenhoeke, Olli Eloranta, Patrick Selänniemi, Michal Shimoni

Kuva Space Oy, Finland

L1 & L2 uncertainty propagation and distribution for upcoming hyperspectral missions

Pieter De Vis¹, Samuel E. Hunt¹, Astrid M. Zimmermann¹, Agnieszka Bialek¹, Andreas Hueni², Carmen Meiller², Mike Werfeli²

1: National Physical Laboratory, Teddington, UK; 2: Remote Sensing Laboratories, University of Zurich, Zurich, Switzerland

Discussion

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Overview and status of the Atmospheric Correction Inter-comparison eXercise (ACIX-III Land)

Noelle Marie Cremer¹, Kevin Alonso², Georgia Doxani¹, Adam Chlus³, Philip Brodrick³, David Ray Thompson³, Philip Townsend^3,4, Ferran Gascon⁵, Angelo Palombo⁶, Federico Santini⁶, Bo-Cai Gao⁷, Feng Yin⁸, Jorge Vicent-Servera⁹, Quinten Vanhellemont¹⁰, Raquel de los Reye¹¹, Tobias Eckert¹¹, Weile Wang¹², Yaokai Liu¹³, Maximilian Brell¹⁴, Aime Meygret¹⁵, Sophie Coustance¹⁵, Morgan Farges¹⁶

1: Serco for European Space Agency, ESA/ESRIN, Italy; 2: Starion for European Space Agency, ESA/ESRIN, Italy; 3: Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA; 4: University of Wisconsin, Forest & Wildlife Ecology, Madison, USA; 5: European Space Agency, ESA/ESRIN, Italy; 6: National Research Council - Institute of methodologies for environmental analysis; 7: Naval Research Laboratory; 8: University College London; 9: Magellium; 10: Royal Belgian Institute of Natural Sciences; 11: German Aerospace Center; 12: NASA Ames Research Center; 13: Chinese Academy of Sciences; 14: German Research Centre for Geosciences; 15: CNES; 16: Magellium for CNES

Harmonized EnMAP, Landsat and Sentinel-2 Analysis Ready Data cubes for streamlining multisensor environmental monitoring

Akpona Okujeni¹, Andreas Janz¹, Neija Elvekjaer¹, Lasse Harkort¹, Christina Karakizi², Benjamin Jakimow¹, Sebastian van der Linden³, Patrick Hostert¹

1: Humboldt-Universität zu Berlin, Germany; 2: Manchester Metropolitan University, United Kingdom; 3: University of Greifswald, Germany

Coordinating Level-2 Reflectance Products Across Imaging Spectroscopy Missions

David Ray Thompson¹, Valentina Boccia², Luigi Agrimano³, Kevin Alonso², Niklas Bohn¹, Philip Brodrick¹, Marco Celesti², Raquel De Los Reyes⁴, Vito De Pasquale³, Regina Eckert¹, Ferran Gascon², Robert O. Green¹, Andreas Hueni⁵, Raymond Kokaly⁶, Jerome Louis⁷, Francesca Santoro³, Kurtis Thome⁸, Philip Townsend⁹, Michael Werfeli⁵

1: Jet Propulsion Laboratory, California Institute of Technology, United States of America; 2: European Space Agency; 3: Planetek Italia; 4: German Aerospace Center (DLR), Earth Observation Center (EOC), Germany; 5: University of Zurich; 6: United States Geological Survey; 7: Telespazio France; 8: NASA Goddard Space Flight Center; 9: University of Wisconsin, Madison

A Novel At-Sensor Radiance Harmonization Method

Andreas Baumgartner, Claas Henning Köhler

German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Germany

A hyperparameter optimization algorithm for efficient unmixing of multi-scale hyperspectral remote sensing data

Parth Naik^1,2, Rupsa Chakraborty^1,2, Sharad Kumar Gupta^1,3, Sam Thiele², Moritz Kirsch², Richard Gloaguen²

1: Helmholtz-Zentrum Dresden-Rossendorf, Center for Advanced Systems Understanding, Görlitz, Germany; 2: Helmholtz-Zentrum Dresden Rossendorf, Helmholtz-Institute Freiberg for Resource Technology, Freiberg, Germany; 3: Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany

Discussion

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Harmonizing Ground Truth Measurements: A Novel Approach for Cross-Calibration of Field Spectrometers for cal val Activity

Eyal Ben Dor

Eyal Ben Dor Professor Tel Aviv University, Israel

Lessons learned from EnMAP in-orbit calibration and product harmonization for upcoming space-based hyperspectral missions

Miguel Pato, David Marshall Ingram, Emiliano Carmona

German Aerospace Center, Remote Sensing Technology Institute, Germany

Calibration Insights from the DESIS Instrument: Lessons for Future Imaging Spectroscopy Missions

Emiliano Carmona, Martin Bachmann, Raquel de los Reyes, Uta Heiden, Kevin Kühl, Rupert Müller

German Aerospace Center, Earth Observation Center, Münchener Str. 20, 82234 Weßling, Germany

Cal/Val Park: fostering innovation in the Cal/Val domain

Fabrizio Niro¹, Roberto Colombo², Sergio Cogliati², Lorenzo Genesio³, Franco Miglietta⁴, Béatrice Berthelot⁵, Sébastien Saunier⁶, Niall Origo⁷, Joel Kuusk⁸, Sultan Kocaman⁹, Massimo Cardaci¹, Stefano Casadio¹, Marco Galli¹, Leonardo De Laurentis¹⁰, Valentina Boccia¹⁰

1: Serco for ESA/ESRIN, Italy; 2: University of Milano Bicocca, UNIMIB, Italy; 3: National Research Center, CNR-IBE, Italy; 4: Fondazione Clima e Sostenibilità, FCS, Italy; 5: Magellium, France; 6: Telespazio-FR, France; 7: National Physical Laboratory, NPL, UK; 8: University of Tartu, Estonia; 9: Hacettepe University, Turkey; 10: European Space Agency, ESA/ESRIN, Italy

CHIME Hypersense data quality assessment via intercomparison and uncertainty analysis of a harmonised multi sensor data set

Mike Werfeli¹, Andreas Hueni¹, Daria Larcher¹, Kimberley Manson¹, Raquel De Los Reyes², Cinzia Panigada³, Giulia Tagliabue³, Uta Heiden², Jens Nieke⁴, Marco Celesti⁴, Michael Rast⁵

1: Remote Sensing Laboratories University of Zurich, Switzerland; 2: German Aerospace Center (DLR), Earth Observation Center (EOC), Germany; 3: University of Milano Bicocca, Milano, Italy; 4: European Space Agency ESA ESTEC, Nordwijk; 5: International Space Science Institute, Bern

Foliar Trait Networks for Imaging Spectroscopy and Biology

Philip Townsend¹, Benjamin Dechant², Jens Kattge³, Ryan Pavlick⁴, Fabian Schneider⁵, Dana Chadwick⁵

1: University of Wisconsin-Madison, United States of America; 2: Synthesis Centre for Biodiversity Sciences (sDiv), German Centre for Integrative Biodiversity Research (iDiv); 3: Research Group Functional Biogeography, Max Planck Institute for Biogeochemistry; 4: National Aeronatics and Space Administration; 5: California Institute of Technology, Jet Propulsion Laboratory

Current and future radiometric calibration and validation of hyperspectral imaging systems at CNES

Camille Desjardins, Damien Rodat, Arthur Dick, Robin Marron, Aimé Meygret

CNES, France

The COOL (System for the Consolidation of L2 products of the PRISMA-SG mission) Project

Federico Santini¹, Massimo Musacchio², Maria Teresa Melis³, Stefano Andreucci³, Giovanni Paolo Blasone⁴, Marco Casu³, Giovanni Battista De Giudici³, Luisa Galasso¹, Camilla Gentili², Saham Mirzaei¹, Stefano Naitza³, Salvatore Noli³, Angelo Palombo¹, Simone Pascucci¹, Matteo Picchiani⁴, Stefano Pignatti¹, Alessia Scalabrini², Lorenzo Sedda³, Malvina Silvestri²

1: National Research Council of Italy- Institute of Methodologies for Environmental Analysis (CNR-IMAA), Italy; 2: Istituto Nazionale di Geofisica e Vulcanologia (INGV), Italy; 3: University of Cagliari (UNICA), Italy; 4: Italian Space Agency (ASI), Italy

Use of RadCalNet in Calibration and Validation of Hyperspectral Instruments

Mohammad Tahersima^1,2, Kurtis Thome¹, Brian Wenny^1,2, Norvik Voskanian¹, Mehran Yarahmadi^1,2

1: NASA Goddard Space Flight Center, United States of America; 2: Science Systems and Applications Inc., United States of America

Nonlinearity Calibration for SBG-VSWIR and Related Imaging Spectrometers

Regina Eckert, Peter Sullivan, David R. Thompson, Byron Van Gorp, Lori Moore, Diana Blaney, Robert O. Green

Jet Propulsion Laboratory, California Institute of Technology, United States of America

Hyperspectral in-situ surface reflectances from the LANDHYPERNET network

Pieter De Vis¹, Agnieszka Bialek¹, Harry Morris¹, Kevin Ruddick², Vittorio Brando³, Ana Dogliotti⁴, David Doxaran⁵, Philippe Goryl⁶, Clemence Goyens^2,7, Joel Kuusk⁸, Morven Sinclair¹, Mohammadmehdi Saberioon⁹, Quinten Vanhellemont², Astrid M. Zimmermann¹

1: National Physical Laboratory (NPL), Teddington, United Kingdom; 2: Royal Belgian Institute of Natural Sciences (RBINS), Brussels, Belgium; 3: Consiglio Nazionale delle Ricerche (CNR-ISMAR), Rome, Italy; 4: Instituto de Astronomía y Física del Espacio, Consejo Nacional de Investigaciones Científicas y Técnicas (IAFE, CONICET/UBA), Buenos Aires, Argentina; 5: Laboratoire Océanographique de Villefranche, Sorbonne Université (SU/LOV), Villefranche-sur-mer, France; 6: European Space Agency (ESA), Frascati, Italy; 7: Ghent University, Ghent, Belgium; 8: University of Tartu (UT), Tartu, Estonia; 9: Deutsches GeoForschungsZentrum (GFZ), Potsdam, Germany

ENMAP PRODUCT VALIDATION AND IN-ORBIT MISSION CROSS-VALIDATION

Maximilian Brell¹, Luis Guanter², Daniel Scheffler¹, Karl Segl¹, Sabine Chabrillat¹, Martin Bachmann³, Raquel Reyes³, Miguel Pato³, Emiliano Carmona³, Vera Krieger⁴, Michael Bock⁴, Laura La Porta⁴

1: GFZ, Germany; 2: Universitat Politècnica de València, Valencia, Spain; 3: Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany; 4: Space Agency, German Aerospace Center (DLR), Bonn, Germany

Discussion

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Preparing access and use of global imaging spectroscopy data through cloud-based systems for forest monitoring

Jean-Baptiste Féret, Rémi Cresson, Florian de Boissieu, Mona Bonnier, Sandra Luque

INRAE, France

Simulating hyperspectral radiometric calibration reference over bright desert targets

Yves Govaerts, Marta Luffarelli, Sebastian Schunke, Nicolas Misk, Vincent Leroy

Rayference, Belgium

EnMAP hyperspectral mission: Developments and demonstration for spaceborne imaging spectroscopy open science

Sabine Chabrillat¹, Maximilian Brell², Karl Segl², Robert Milewski², Daniel Scheffler², Saeid Asadzadeh², Kathrin Ward², Alexander Khokanovsky², Arlena Brosinsky², Kathrin Koch², Astrid Bracher³, Tobias Hank⁴, Benjamin Jakimow⁵, Vera Krieger⁶, Michael Bock⁶, Laura La Porta⁶

1: GFZ Potsdam / LUH University Hannover, Germany; 2: GFZ German Research Center for Geosciences, Potsdam; 3: AWI Alfred-Wegener-Institute, Bremerhaven; 4: LMU Ludwig Maximilian University, Munchen; 5: HUB Humboldt University Berlin; 6: DLR German Space Agency, Bonn, Germany

Physics-aware emulators for atmospheric correction

Jorge Vicent Servera¹, Luca Martino², Gustau Camps-Valls¹

1: University of Valencia, Spain; 2: University Rey Juan Carlos I, Spain

ESA's FLEX Data Innovation and Science Cluster (DISC)

Jorge Vicent Servera¹, Roberto Colombo², Gwennael Matot¹, Lucie Tixier¹, Beatrice Berthelot¹, Théo Paccoud¹, Neus Sabater³, Pekka Kolmonen³, Sergio Cogliati², Christiaan van der Tol⁴, Matthias Drusch⁵, Marin Tudoroiu⁵

1: Magellium, Spain; 2: University of Milano-Biccoca (UNIMIB); 3: Finish Meteorological Institute (FMI); 4: University of Twente (ITC); 5: European Space Agency (ESA)

Discussion

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From leaf to space, from spectral bands to spectra – facing new and old challenges in optical remote sensing

Shawn Serbin¹, Patrick Hostert²

1: NASA Goddard Space Flight Center, United States of America; 2: Humboldt-Universität zu Berlin DE, Germany

Multitemporal hyperspectral mapping of soil properties for spatially more complete maps

Kathrin Jennifer Ward¹, Robert Milewski¹, Thomas Schmid², Sabine Chabrillat^1,3

1: GFZ Potsdam, Germany; 2: CIEMAT Madrid, Spain; 3: Leibniz Universität Hannover, Institute of Soil Science, Germany

NASA SBG VSWIR Imaging Spectroscopy: Overview of the Planned Measurements and Products.

Robert Green¹, David Thompson¹, Dana Chadwick²

1: NASA JPL Caltech, United States of America; 2: NASA Jet Propulsion Laboratory, California Institute of Technology, United States of America

BOSSE, a Biodiversity Observing System Simulation Experiment for developing new remote sensing biodiversity products

Javier Pacheco-Labrador^1,2, Ulisse Gomarasca², Ulrich Weber², Wantong Li², Daniel Pabon², Zayd Hamdi², Daniel Loos², Martin Jung², Mirco Migliavacca³, Gregory Duveiller²

1: Environmental Remote Sensing and Spectroscopy Laboratory (SpecLab), Spanish National Research Council, Madrid, Spain; 2: Max Planck Institute for Biogeochemie, Jena, Germany; 3: European Commission, Joint Research Centre, Ispra, Italy

A universal retrieval scheme for quantifying time series of non-photosynthetic vegetation across diverse ecosystems from spaceborne hyperspectral data

Akpona Okujeni¹, Neija Elvekjaer¹, Lasse Harkort¹, Dirk Pflugmacher¹, Sebastian van der Linden², Patrick Hostert¹

1: Humboldt-Universität zu Berlin, Germany; 2: University of Greifswald, Germany

Understanding functional trait syndromes in an inland delta using time series of airborne imaging spectroscopy

Maria J. Santos¹, Shruti Khanna², Susan L. Ustin³

1: University of Zurich, Switzerland; 2: California Department of Fish and Wildlife, Stockton, United States of America; 3: University of California, Davis, United States of America

Combined use of PRISMA and EnMAP multitemporal acquisitions for topsoil properties mapping

Raffaele Casa¹, Saham Mirzae⁴, Alessia Tricomi⁵, Simone Pascucci², Stefano Pignatti², Francesco Rossi³

1: University of Tuscia, DAFNE, Viterbo, Italy; 2: CNR-IMAA, Rome, Italy; 3: SIA, University of Sapienza, Rome, Italy; 4: CollEge of Agriculture and Environmental Sciences, UM6P, Benguerir, Marocco; 5: e-Geos, Roma, Italy

Discussion

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